What the seller needed to solve
- The catalog had been built over several years, so product photos used different backgrounds, crop ratios, lighting, and quality levels.
- Collection pages looked inconsistent, and variant images did not feel like they belonged to the same brand.
- The team needed a faster way to normalize imagery before a seasonal merchandising push.
How Shelfgen fits into the process
- Group SKUs by category, product shape, and image role.
- Create a brand preset for background, lighting, crop, shadow, and export size.
- Batch generate clean collection images and PDP supporting images.
- Review edge quality, color accuracy, label integrity, and scene consistency.
- Export channel-ready images with predictable names for catalog upload.
What the team exported
- Collection tile image
- PDP hero image
- Lifestyle gallery image
- Variant-consistent crop
- Compressed export set
Inconsistent images made the store feel smaller than it was.
Catalog refresh work is rarely glamorous, but it directly affects trust. When every SKU uses a different background and crop, shoppers have to work harder to compare products. The store can feel less organized even when the products are strong.
Shelfgen turned the refresh into a batch workflow. Instead of redesigning every product photo individually, Loom & Linen defined a repeatable visual preset and applied it across the catalog.
The team shipped consistency without slowing merchandising.
A strong catalog refresh does not mean making every image identical. It means creating enough visual consistency that shoppers can scan, compare, and trust the catalog. Backgrounds, shadows, crop ratios, and product scale should feel intentional.
By treating image refresh as a workflow rather than a design project, the team could update more products, export cleaner files, and relaunch the category on schedule.
How to keep the workflow publishable
- Use one visual standard per product family.
- Keep product scale consistent inside collection grids.
- Check colors against source photos before replacing live images.
- Avoid refreshing only the hero image if supporting images still look outdated.
